LLMs mimic reasoning through pattern matching rather than true cognitive deduction. Despite impressive benchmarks, language models fail when confronted with novel logical structures outside their training distribution. Developers must treat model outputs as probabilistic completions instead of deterministic logical conclusions.
Opening Kapyn…